I'm afraid I don't know much about the team from Watford but I do recall watching a very good documentary last year I think, all about women's football during the first world war. It was presented by Clare Balding and featured many teams, mainly from factories, who made up a league and matches were attracting crowds of 20,000 plus. It may be worth searching BBC i player archives to perhaps glean some info.